DataWorks
B2B Marketing Data, Attribution & Analytics
Without visibility, you're flying blind. Without correlation, you're guessing.
Most marketing teams are rich in dashboards and poor in answers. DataWorks covers attribution, measurement infrastructure, and the intelligence layer that makes every other marketing investment legible.
Without visibility you are flying blind; without correlation you are guessing — this section is about replacing both with evidence.
The Pipeline Number That Won't Get You Laughed Out of the Room
Ask your paid media team what they contributed to pipeline last quarter in actual dollars and watch the room go quiet. That silence is the whole problem, and fixing it requires measurement that produces the same answer whether marketing or finance runs the query.
92% of VPs Have Acted on AI Recommendations They Knew Were Wrong
92% of SVPs/VPs have acted on AI recommendations they suspected were wrong due to bad CRM data. Here's what the readiness gap means for marketing ops teams.
Your Measurement Stack Isn't Broken. Your Setup Choices Broke It.
Marketers blame walled gardens for broken measurement, but campaign setup, naming conventions, and verification gaps are the real problem. Here's what to fix.
Partnerships and Rev-Share Deals Are Marketing Channels, Run Them Like One
Your partner program has a spreadsheet someone updates quarterly and a Slack channel where deals get announced with confetti emojis. That's the problem. If partners are generating a third of your pipeline, it's time to run them with the same rigor you'd never tolerate skipping for demand gen.
The Great Apollo Exodus: What 16 Alternatives Tell Us About B2B Data in 2026
Apollo.io scores 4.7 on G2 and 2.9 on Trustpilot, same product, wildly different verdicts. That gap isn't noise. It's the whole story of why the all-in-one promise has started to crack, and why 16 different alternatives exist for 16 different breaking points.
How to Prove Paid Social Drives Paid Search Demand
Your CFO wants to know why branded search spiked alongside paid social spend, but your attribution stack says they're unrelated. Here's how to build a defensible case that survives the board meeting, because 'I feel it in my gut' won't cut it.
What High-Citation Brands Do Differently in AI Search: The 2026 AEO Playbook
Sixty-eight percent of Google searches now end without a click, and only 20% of marketing teams are doing anything about it. Here's the uncomfortable truth about why your traffic is down while your rankings stayed the same, and the structural shifts that separate cited brands from invisible ones.
How AI Reduces CRM Manual Work Across Every Team
Your sales reps spend 25% of their workweek on CRM data entry, that's $37,500 per rep per year in misallocated compensation. I ran the numbers on AI-powered automation, and the ROI case practically builds itself.
The 10 Best Marketing Analytics Software Tools (2026)
Most marketing analytics buying guides start with features. That's backwards. Here's the architecture-first framework that'll save you six figures and actually change how you allocate spend.